Applying Markov chain model to forecast short-term wind speed

Applying Markov chain model to forecast short-term wind speed

碩士 === 國立勤益科技大學 === 工業工程與管理系 === 101 === 　　In recent years, global warming and energy crisis issues have become significant. Pollution-free andlower cost of wind power is becoming the global mainstream. Wind speed is the most important factor to impact the generation of wind power. Building the wind...

Full description

Bibliographic Details
Main Authors:	Chung-Han Yang, 楊仲涵
Other Authors:	Hsu-Hao Yang
Format:	Others
Language:	zh-TW
Published:	2013
Online Access:	http://ndltd.ncl.edu.tw/handle/37908165537578491490

Similar Items

Short-Term Wind Speed Forecasting Based on Hybrid MODWT-ARIMA-Markov Model
by: Muhammad Uzair Yousuf, et al.
Published: (2021-01-01)

Spatio-temporal Markov chain model for very-short-term wind power forecasting
by: Yongning Zhao, et al.
Published: (2019-06-01)

Forecasting Short-Term Wind Speed Using ARIMA Model and ANN Model
by: Han-Ru Chuang, et al.
Published: (2013)

The use of Markov chains in forecasting wind speed: Matlab source code and applied case study
by: Ionuţ Alexandru Petre, et al.
Published: (2017-01-01)

Markov Chain Modelling for Short-Term NDVI Time Series Forecasting
by: Stepčenko Artūrs, et al.
Published: (2016-12-01)

Short-term forecast of wind speed through mathematical models
by: Moniki Ferreira, et al.
Published: (2019-11-01)

TIME‐FREQUENCY MODEL FOR SHORT TERM WIND SPEED FORECASTING
by: TIAGO MENDES DANTAS
Published: (2011)

[en] TIME‐FREQUENCY MODEL FOR SHORT TERM WIND SPEED FORECASTING
by: TIAGO MENDES DANTAS
Published: (2012)

A Probabilistic Short-Term Water Demand Forecasting Model Based on the Markov Chain
by: Francesca Gagliardi, et al.
Published: (2017-07-01)

A Hybrid Approach for Short-Term Forecasting of Wind Speed
by: Sivanagaraja Tatinati, et al.
Published: (2013-01-01)

Hybrid Ensemble Framework for Short-Term Wind Speed Forecasting
by: Zhenhao Tang, et al.
Published: (2020-01-01)

Short-Term Wind Speed Forecasting Based on Information of Neighboring Wind Farms
by: Zhongju Wang, et al.
Published: (2020-01-01)

A Novel Decomposition-Optimization Model for Short-Term Wind Speed Forecasting
by: Jianzhong Zhou, et al.
Published: (2018-07-01)

Short-term wind speed forecasting in Uruguay using computational intelligence
by: P.J. Zucatelli, et al.
Published: (2019-05-01)

A Hybrid Nonlinear Forecasting Strategy for Short-Term Wind Speed
by: Xin Zhao, et al.
Published: (2020-04-01)

A Short-Term Wind Speed Forecasting Model Based on a Multi-Variable Long Short-Term Memory Network
by: Anqi Xie, et al.
Published: (2021-05-01)

Improved Spatio-Temporal Linear Models for Very Short-Term Wind Speed Forecasting
by: Tansu Filik
Published: (2016-03-01)

Short-Term Wind Speed Forecasting Based on Signal Decomposing Algorithm and Hybrid Linear/Nonlinear Models
by: Qinkai Han, et al.
Published: (2018-11-01)

Short-Term Wind Speed Forecasting Using Statistical and Machine Learning Methods
by: Lucky O. Daniel, et al.
Published: (2020-05-01)

Short-Term Wind Speed Forecasting Based on Low Redundancy Feature Selection
by: Nantian Huang, et al.
Published: (2018-06-01)

Fuzzy First-Order Transition-Rules-Trained Hybrid Forecasting System for Short-Term Wind Speed Forecasts
by: Yulong Bai, et al.
Published: (2020-06-01)

Short-Term Industrial Load Forecasting Based on Ensemble Hidden Markov Model
by: Yuanyuan Wang, et al.
Published: (2020-01-01)

Short-term Wind Speed and Wind Power Forecasting Using Simultaneous Perturbation Stochastic Approximation Algorithm
by: HUI-LING CHANG, et al.
Published: (2008)

Robust Short-Term Wind Speed Forecasting Using Adaptive Shallow Neural Networks
by: Matrenin P.V., et al.
Published: (2020-09-01)

A Hybrid Wavelet Transform Based Short-Term Wind Speed Forecasting Approach
by: Jujie Wang
Published: (2014-01-01)

Application of artificial neural networks for short term wind speed forecasting in Mardin, Turkey
by: H. Selcuk Nogay, et al.
Published: (2017-10-01)

Meta Learning-Based Hybrid Ensemble Approach for Short-Term Wind Speed Forecasting
by: Zhengwei Ma, et al.
Published: (2020-01-01)

Application of Long-Short-Term-Memory Recurrent Neural Networks to Forecast Wind Speed
by: Meftah Elsaraiti, et al.
Published: (2021-03-01)

Short‐term wind speed multistep combined forecasting model based on two‐stage decomposition and LSTM
by: Xuechao Liao, et al.
Published: (2021-09-01)

Wind Speed and Power Ultra Short-Term Robust Forecasting Based on Takagi–Sugeno Fuzzy Model
by: Fang Liu, et al.
Published: (2019-09-01)

Short-Term Wind Speed Hybrid Forecasting Model Based on Bias Correcting Study and Its Application
by: Mingfei Niu, et al.
Published: (2015-01-01)

Using Random Forests to Select Optimal Input Variables for Short-Term Wind Speed Forecasting Models
by: Hui Wang, et al.
Published: (2017-10-01)

Forecasting Short-Term Wind Speed Based on IEWT-LSSVM Model Optimized by Bird Swarm Algorithm
by: Ling Xiang, et al.
Published: (2019-01-01)

The Hybridization of Ensemble Empirical Mode Decomposition with Forecasting Models: Application of Short-Term Wind Speed and Power Modeling
by: Neeraj Bokde, et al.
Published: (2020-04-01)

A Short-Term Wind Speed Forecasting Hybrid Model Based on Empirical Mode Decomposition and Multiple Kernel Learning
by: Yuanyuan Xu, et al.
Published: (2020-01-01)

Study of Short-Term Wind Power Forecasting Technology Based on a Combinational Model
by: Hau-De Yang, et al.
Published: (2011)

Short Term Wind Speed Forecasting by Combination of Convolutional Neural Networks and Bidirectional Long Short-Term Memory Neural Networks
by: HUNG,YA-WEN, et al.
Published: (2019)

Applying Markov Chains for NDVI Time Series Forecasting of Latvian Regions
by: Stepchenko Arthur, et al.
Published: (2015-12-01)

Application of cluster analysis in short-term wind power forecasting model
by: Aoran Xu, et al.
Published: (2019-04-01)

Improved Markov‐chain‐based ultra‐short‐term PV forecasting method for enhancing power system resilience
by: Xiaoyang Bai, et al.
Published: (2021-02-01)

Cannot write session to /tmp/vufind_sessions/sess_51l16hcj83tlolc6bfq6p2m5ht